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20232026
most citedGenerative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission

219 citations · 546 across the 100 of their papers we have counts for

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12 papers · 1 filter

cs.IT2026

Sustainable Air-Ground Integrated Coverage Networks: ISCC Architecture, Technologies, and Testbed

J. Liu, X. Zhang, M. Sheng +4

The rapid emergence of sixth-generation (6G) networks and the low-altitude economy has accelerated the evolution of wireless infrastructures toward air-ground integrated coverage n…

cs.IT2026

Semantic Forwarding and Codebook-Enhanced Model Division Multiple Access for Satellite-Terrestrial Networks

Jinghong Huang, Mengying Sun, Xiaodong Xu +7

Satellite-terrestrial communications are severely constrained by high path loss, limited spectrum resources, and time-varying channel conditions, rendering conventional bit-level t…

cs.IT2025

Towards Edge General Intelligence: Knowledge Distillation for Mobile Agentic AI

Yuxuan Wu, Linghan Ma, Ruichen Zhang +9

Edge General Intelligence (EGI) represents a paradigm shift in mobile edge computing, where intelligent agents operate autonomously in dynamic, resource-constrained environments. H…

cs.IT2025

Way to Build Native AI-driven 6G Air Interface: Principles, Roadmap, and Outlook

Ping Zhang, Kai Niu, Yiming Liu +8

Artificial intelligence (AI) is expected to serve as a foundational capability across the entire lifecycle of 6G networks, spanning design, deployment, and operation. This article…

cs.IT2025

Enabling Training-Free Semantic Communication Systems with Generative Diffusion Models

Shunpu Tang, Yuanyuan Jia, Qianqian Yang +3

Semantic communication (SemCom) has recently emerged as a promising paradigm for next-generation wireless systems. Empowered by advanced artificial intelligence (AI) technologies,…

cs.IT2025★ 1 cited

Towards Secure Semantic Communications in the Presence of Intelligent Eavesdroppers

Shunpu Tang, Yuhao Chen, Qianqian Yang +3

Semantic communication has emerged as a promising paradigm for enhancing communication efficiency in sixth-generation (6G) networks. However, the broadcast nature of wireless chann…

cs.IT2025★ 1 cited

Wireless Hallucination in Generative AI-enabled Communications: Concepts, Issues, and Solutions

Xudong Wang, Jiacheng Wang, Lei Feng +6

Generative AI (GenAI) is driving the intelligence of wireless communications. Due to data limitations, random generation, and dynamic environments, GenAI may generate channel infor…

cs.IT2025

Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System

Zhangfeng Ma, Ruichen Zhang, Bo Ai +3

This paper proposes a three-dimensional (3D) geometry-based channel model to accurately represent intelligent reflecting surfaces (IRS)-enhanced integrated sensing and communicatio…

cs.IT2024

STAR-RIS Enabled ISAC Systems: Joint Rate Splitting and Beamforming Optimization

Yuan Liu, Ruichen Zhang, Ruihong Jiang +5

This paper delves into an integrated sensing and communication (ISAC) system bolstered by a simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS)…

cs.IT2024

Secrecy Energy Efficiency Maximization in IRS-Assisted VLC MISO Networks with RSMA: A DS-PPO approach

Yangbo Guo, Jianhui Fan, Ruichen Zhang +4

This paper investigates intelligent reflecting surface (IRS)-assisted multiple-input single-output (MISO) visible light communication (VLC) networks utilizing the rate-splitting mu…

cs.IT2024★ 3 cited

Generative Semantic Communication for Joint Image Transmission and Segmentation

Weiwen Yuan, Jinke Ren, Chongjie Wang +4

Semantic communication has emerged as a promising technology for enhancing communication efficiency. However, most existing research emphasizes single-task reconstruction, neglecti…

cs.IT2024

Rate-Splitting for Cell-Free Massive MIMO: Performance Analysis and Generative AI Approach

Jiakang Zheng, Jiayi Zhang, Hongyang Du +4

Cell-free (CF) massive multiple-input multipleoutput (MIMO) provides a ubiquitous coverage to user equipments (UEs) but it is also susceptible to interference. Ratesplitting (RS) e…